Incomplete Information System and Rough Set Theory Models and Attribute Reductions /

• Κύριοι συγγραφείς: Yang, Xibei (Συγγραφέας), Yang, Jingyu (Συγγραφέας)
• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2012.
• Θέματα: Computer science.; Mathematical logic.; Computers.; Database management.; Data mining.; Artificial intelligence.; Computer Science.; Data Mining and Knowledge Discovery.; Models and Principles.; Artificial Intelligence (incl. Robotics).; Database Management.; Mathematical Logic and Formal Languages.

"Incomplete Information System and Rough Set Theory: Models and Attribute Reductions" covers theoretical study of generalizations of rough set model in various incomplete information systems. It discusses not only the regular attributes but also the criteria in the incomplete information s...

Πίνακας περιεχομένων:

• Part 1 Rough Sets in Complete Information System
• Indiscernibility Relation Based Rough Sets
• Dominance-based Rough Set Approach
• Part 2 Incomplete Information System with Unknown Values
• Generalized Binary Relations Based Rough sets
• Neighborhood Systems and Rough Sets
• Dominance-based Rough Set in incomplete system with “do not care” unknown values
• Dominance-based Rough Set in incomplete system with lost unknown values
• Rough Sets in Generalized Incomplete Information System
• Part 3 Set-valued And Interval-valued Information Systems
• Rough Sets And Dominance-based Rough Sets in Set-valued Information System
• Rough Sets And Dominance-based Rough Sets in Interval-valued Information System.